Handle dpnp functions and tests to run on CUDA devices (#2075)

This PR suggests updating some function implementations and tests to run
on CUDA devices
The PR includes:
1. Raise NotImplemetedError for unsupported functions
2. Create **skipped_tests_cuda.tbl** for unsupported functions
3. Skipped tests with a bug ticket for functions that should run on CUDA
4. Implement **is_cuda_backend()** and **is_cuda_device()** to determine
that the object has a CUDA backend and that the tests run on CUDA
---------

Co-authored-by: Vladislav Perevezentsev <[email protected]> 952a798

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: dbd31f70c6b406206e6444504068f9d3
+config: 068b5a9a12f7c28f42ee0e07e7485988
 tags: 645f666f9bcd5a90fca523b33c5a78b7

_modules/dpnp/dpnp_array.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>

_modules/dpnp/dpnp_flatiter.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>

_modules/dpnp/dpnp_iface.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -153,6 +153,7 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
     <span class="s2">&quot;get_result_array&quot;</span><span class="p">,</span>
     <span class="s2">&quot;get_usm_ndarray&quot;</span><span class="p">,</span>
     <span class="s2">&quot;get_usm_ndarray_or_scalar&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;is_cuda_backend&quot;</span><span class="p">,</span>
     <span class="s2">&quot;is_supported_array_or_scalar&quot;</span><span class="p">,</span>
     <span class="s2">&quot;is_supported_array_type&quot;</span><span class="p">,</span>
     <span class="s2">&quot;synchronize_array_data&quot;</span><span class="p">,</span>
@@ -775,6 +776,41 @@ <h1>Source code for dpnp.dpnp_iface</h1><div class="highlight"><pre>
     <span class="k">return</span> <span class="n">a</span> <span class="k">if</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">isscalar</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> <span class="k">else</span> <span class="n">get_usm_ndarray</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
 
 
+<span class="k">def</span><span class="w"> </span><span class="nf">is_cuda_backend</span><span class="p">(</span><span class="n">obj</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Checks that object has a CUDA backend.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    obj : {Device, SyclDevice, SyclQueue, dpnp.ndarray, usm_ndarray, None},</span>
+<span class="sd">          optional</span>
+<span class="sd">        An input object with sycl_device property to check device backend.</span>
+<span class="sd">        If `obj` is ``None``, device backend will be checked for the default</span>
+<span class="sd">        queue.</span>
+<span class="sd">        Default: ``None``.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    out : bool</span>
+<span class="sd">        Return ``True`` if data of the input object resides on a CUDA backend,</span>
+<span class="sd">        otherwise ``False``.</span>
+
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">if</span> <span class="n">obj</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">sycl_device</span> <span class="o">=</span> <span class="n">dpctl</span><span class="o">.</span><span class="n">select_default_device</span><span class="p">()</span>
+    <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">dpctl</span><span class="o">.</span><span class="n">SyclDevice</span><span class="p">):</span>
+        <span class="n">sycl_device</span> <span class="o">=</span> <span class="n">obj</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">sycl_device</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="s2">&quot;sycl_device&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
+    <span class="k">if</span> <span class="p">(</span>
+        <span class="n">sycl_device</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span>
+        <span class="ow">and</span> <span class="n">sycl_device</span><span class="o">.</span><span class="n">backend</span> <span class="o">==</span> <span class="n">dpctl</span><span class="o">.</span><span class="n">backend_type</span><span class="o">.</span><span class="n">cuda</span>
+    <span class="p">):</span>
+        <span class="k">return</span> <span class="kc">True</span>
+    <span class="k">return</span> <span class="kc">False</span>
+
+
 <span class="k">def</span><span class="w"> </span><span class="nf">is_supported_array_or_scalar</span><span class="p">(</span><span class="n">a</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Return ``True`` if `a` is a scalar or an array of either</span>

_modules/dpnp/dpnp_iface_arraycreation.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>

_modules/dpnp/dpnp_iface_bitwise.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_bitwise &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_bitwise &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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_modules/dpnp/dpnp_iface_counting.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>

_modules/dpnp/dpnp_iface_functional.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_functional &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_functional &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>

_modules/dpnp/dpnp_iface_histograms.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>

_modules/dpnp/dpnp_iface_indexing.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -215,6 +215,7 @@ <h1>Source code for dpnp.dpnp_iface_indexing</h1><div class="highlight"><pre>
 <span class="sd">    :obj:`dpnp.take_along_axis` : Preferable if choices is an array.</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="n">x1_desc</span> <span class="o">=</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">get_dpnp_descriptor</span><span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">copy_when_nondefault_queue</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 
     <span class="n">choices_list</span> <span class="o">=</span> <span class="p">[]</span>
@@ -224,6 +225,11 @@ <h1>Source code for dpnp.dpnp_iface_indexing</h1><div class="highlight"><pre>
         <span class="p">)</span>
 
     <span class="k">if</span> <span class="n">x1_desc</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">is_cuda_backend</span><span class="p">(</span><span class="n">x1_desc</span><span class="o">.</span><span class="n">get_array</span><span class="p">()):</span>
+            <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+                <span class="s2">&quot;Running on CUDA is currently not supported&quot;</span>
+            <span class="p">)</span>
+
         <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="ow">not</span> <span class="n">desc</span> <span class="k">for</span> <span class="n">desc</span> <span class="ow">in</span> <span class="n">choices_list</span><span class="p">):</span>
             <span class="k">pass</span>
         <span class="k">elif</span> <span class="n">out</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>

_modules/dpnp/dpnp_iface_libmath.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=e59714d7" />
 
 
       <script src="../../_static/jquery.js?v=5d32c60e"></script>
       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
       <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -169,6 +169,10 @@ <h1>Source code for dpnp.dpnp_iface_libmath</h1><div class="highlight"><pre>
         <span class="n">in_array1</span><span class="p">,</span> <span class="n">copy_when_strides</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">copy_when_nondefault_queue</span><span class="o">=</span><span class="kc">False</span>
     <span class="p">)</span>
     <span class="k">if</span> <span class="n">x1_desc</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">dpnp</span><span class="o">.</span><span class="n">is_cuda_backend</span><span class="p">(</span><span class="n">x1_desc</span><span class="o">.</span><span class="n">get_array</span><span class="p">()):</span>
+            <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+                <span class="s2">&quot;Running on CUDA is currently not supported&quot;</span>
+            <span class="p">)</span>
         <span class="k">return</span> <span class="n">dpnp_erf</span><span class="p">(</span><span class="n">x1_desc</span><span class="p">)</span><span class="o">.</span><span class="n">get_pyobj</span><span class="p">()</span>
 
     <span class="n">result</span> <span class="o">=</span> <span class="n">create_output_descriptor_py</span><span class="p">(</span>

_modules/dpnp/dpnp_iface_linearalgebra.html

@@ -14,14 +14,14 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_linearalgebra &mdash; Data Parallel Extension for NumPy 0.17.0dev4+3.g498e705d848 documentation</title>
+  <title>dpnp.dpnp_iface_linearalgebra &mdash; Data Parallel Extension for NumPy 0.17.0dev4+4.g952a798fe8 documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=03e43079" />
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       <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-      <script src="../../_static/documentation_options.js?v=947258ee"></script>
+      <script src="../../_static/documentation_options.js?v=aa6b5ff6"></script>
       <script src="../../_static/doctools.js?v=9bcbadda"></script>
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